Building an agentic code reviewer that catches consistency drift before production
Karpathy's agentic engineering thesis applied to a concrete problem: automated quality gates that flag one-off logic, abandoned patterns, and batch inconsistencies.
Evidence-based AI market signals, coding demand, and practical growth cases for builders.